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September 28, 2025

Financial Forecasting and Behavioral Analysis: The Role of Machine Learning in Predicting Stock Market Trends and Investor Decisions

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Authors

AOAyobami Gabriel OlanrewajuADAdebayo Oluwatosin DadaEAElvis Alade

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Implication

This analysis combines machine learning models with behavioral finance to improve forecasting of stock market trends.

Key Points

  • Incorporating behavioral data enhances predictive accuracy in stock market forecasting.
  • Initial results indicate improved forecasting accuracy with lower error rates and heightened precision.
  • The study compares traditional forecasting techniques with advanced machine learning methodologies.
  • A comprehensive framework integrates quantitative and qualitative insights for better market predictions.

Cite This Study

Olanrewaju et al. (2024) studied this question.

synapsesocial.com/papers/68d8f313d88e2624dc4c5774https://doi.org/10.54660/.ijfmr.2024.5.1.325-343
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Advancements in Stock Market Prediction Techniques: A Comprehensive Survey2024
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  3. 3Stock Prediction Based on Machine and Deep Learning2025
  4. 4Advancements in Financial Market Predictions Using Machine Learning Techniques2024 · 3 citations
  5. 5Stock Market Analysis Using Machine Learning2024